C06.1 - Advancements in Generative Artificial Intelligence and Automation for Electron Microscopy

Session Chair(s)

• HX

  Huolin Xin, Ph. D.

  University of California, Irvine, United States

Presentations:

• 1:30 PM - 2:00 PM MT

  Keeping Artificial Intelligence for Microscopy FAIR: Findable, Accessible, Interoperable, and Reproducible
  

  Presenting Author: Paul M. Voyles – University of Wisconsin-Madison

  Co-Author: Jingrui Wei – University of Wisconsin-Madison

  Co-Author: Ryan Jacobs – University of Wisconsin-Madison

  Co-Author: Ben Blaiszik – University of Chicago

  Co-Author: KJ Schmidt – University of Chicago

  Co-Author: Dane Morgan – University of Wisconsin-Madison
• 2:00 PM - 2:15 PM MT

  3D Ptychographic Inverse Imaging with Generative Diffusion Models
  

  Presenting Author: Chia-Hao Lee (he/him/his) – Cornell University

  Co-Author: Christian Belardi – Cornell University

  Co-Author: Yingheng Wang – Cornell University

  Co-Author: Justin Lovelace – Cornell University

  Co-Author: Kilian Weinberger – Cornell University

  Co-Author: Carla Gomes – Cornell University

  Co-Author: David A. Muller (he/him/his) – Cornell University
• 2:15 PM - 2:30 PM MT

  Parameter-Free Deep Sub-Ångstrom Resolution Electron Ptychography Reconstructions using Neural Networks
  

  Presenting Author: Rahim Raja – University of Illinois at Urbana Champaign

  Co-Author: Kieran Loehr – University of Illinois at Urbana Champaign

  Co-Author: Xiaochuan Ding – University of Illinois at Urbana Champaign

  Co-Author: Bryan Clark, Ph.D – University of Illinois at Urbana Champaign

  Co-Author: Pinshane Y. Huang, Ph.D – University of Illinois at Urbana Champaign
• 2:30 PM - 3:00 PM MT

  Empowering Electron Ptychography with Generative Artificial Intelligence and Agentic Workflows
  

  Presenting Author: Yi Jiang – Argonne National Laboratory

  Co-Author: Xiangyu Yin – Argonne National Laboratory

  Co-Author: Chuqiao Shi – University of South California

  Co-Author: Benjamin Fein-Ashley (he/him/his) – University of Southern California

  Co-Author: Yu-Tsun Shao (he/him/his) – University of Southern California

  Co-Author: Yimo Han – Rice University